Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 5644 |
| Missing cells | 96719 |
| Missing cells (%) | 85.7% |
| Duplicate rows | 5002 |
| Duplicate rows (%) | 88.6% |
| Total size in memory | 977.7 KiB |
| Average record size in memory | 177.4 B |
Variable types
| NUM | 17 |
|---|---|
| BOOL | 1 |
| CAT | 1 |
| UNSUPPORTED | 1 |
Reproduction
| Analysis started | 2020-04-12 15:42:18.110027 |
|---|---|
| Analysis finished | 2020-04-12 15:44:07.275854 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Dataset has 5002 (88.6%) duplicate rows | Duplicates |
Hematocrit has 5041 (89.3%) missing values | Missing |
Platelets has 5042 (89.3%) missing values | Missing |
Leukocytes has 5042 (89.3%) missing values | Missing |
Serum Glucose has 5436 (96.3%) missing values | Missing |
Urea has 5247 (93.0%) missing values | Missing |
Proteina C reativa mg/dL has 5138 (91.0%) missing values | Missing |
Creatinine has 5220 (92.5%) missing values | Missing |
Alanine transaminase has 5419 (96.0%) missing values | Missing |
Aspartate transaminase has 5418 (96.0%) missing values | Missing |
Total Bilirubin has 5462 (96.8%) missing values | Missing |
Urine - Leukocytes has 5574 (98.8%) missing values | Missing |
International normalized ratio (INR) has 5511 (97.6%) missing values | Missing |
Lactic Dehydrogenase has 5543 (98.2%) missing values | Missing |
D-Dimer has 5644 (100.0%) missing values | Missing |
pH (arterial blood gas analysis) has 5617 (99.5%) missing values | Missing |
HCO3 (arterial blood gas analysis) has 5617 (99.5%) missing values | Missing |
pO2 (arterial blood gas analysis) has 5617 (99.5%) missing values | Missing |
Neutrophils/Lymphocytes ratio has 5131 (90.9%) missing values | Missing |
D-Dimer is an unsupported type, check if it needs cleaning or further analysis | Rejected |
Patient age quantile has 334 (5.9%) zeros | Zeros |
| Distinct count | 20 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.318391212 |
|---|---|
| Minimum | 0 |
| Maximum | 19 |
| Zeros | 334 |
| Zeros (%) | 5.9% |
| Memory size | 44.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 9 |
| Q3 | 14 |
| 95-th percentile | 18 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.777903287 |
|---|---|
| Coefficient of variation (CV) | 0.6200537363 |
| Kurtosis | -1.213257198 |
| Mean | 9.318391212 |
| Median Absolute Deviation (MAD) | 5.022219114 |
| Skewness | 0.03462259201 |
| Sum | 52593 |
| Variance | 33.3841664 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 0.5 3.5 4.5 7.5 ... 10.5 11.5 12.5 18.5 19. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 11 | 380 | 6.7% | |
| 4 | 366 | 6.5% | |
| 9 | 359 | 6.4% | |
| 0 | 334 | 5.9% | |
| 7 | 319 | 5.7% | |
| 2 | 315 | 5.6% | |
| 13 | 313 | 5.5% | |
| 14 | 299 | 5.3% | |
| 5 | 294 | 5.2% | |
| 6 | 281 | 5.0% | |
| Other values (10) | 2384 | 42.2% |
| Value | Count | Frequency (%) | |
| 0 | 334 | 5.9% | |
| 1 | 234 | 4.1% | |
| 2 | 315 | 5.6% | |
| 3 | 251 | 4.4% | |
| 4 | 366 | 6.5% |
| Value | Count | Frequency (%) | |
| 19 | 275 | 4.9% | |
| 18 | 259 | 4.6% | |
| 17 | 263 | 4.7% | |
| 16 | 279 | 4.9% | |
| 15 | 269 | 4.8% |
| Distinct count | 176 |
|---|---|
| Unique (%) | 29.2% |
| Missing | 5041 |
| Missing (%) | 89.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.186214104e-09 |
|---|---|
| Minimum | -4.501419544 |
| Maximum | 2.662703753 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 44.2 KiB |
Quantile statistics
| Minimum | -4.501419544 |
|---|---|
| 5-th percentile | -1.752501726 |
| Q1 | -0.5188073516 |
| median | 0.05340702832 |
| Q3 | 0.7171751261 |
| 95-th percentile | 1.403832316 |
| Maximum | 2.662703753 |
| Range | 7.164123297 |
| Interquartile range (IQR) | 1.235982478 |
Descriptive statistics
| Standard deviation | 1.000830214 |
|---|---|
| Coefficient of variation (CV) | -457791490.6 |
| Kurtosis | 1.447843764 |
| Mean | -2.186214104e-09 |
| Median Absolute Deviation (MAD) | 0.7750989634 |
| Skewness | -0.7318291006 |
| Sum | -1.318287104e-06 |
| Variance | 1.001661116 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.473030895 | 10 | 0.2% | |
| 0.6942868829 | 9 | 0.2% | |
| 0.5569549203 | 9 | 0.2% | |
| 0.1907381266 | 9 | 0.2% | |
| -0.1068131626 | 9 | 0.2% | |
| -0.4959191084 | 9 | 0.2% | |
| -0.2441451252 | 9 | 0.2% | |
| 0.488289386 | 8 | 0.1% | |
| 0.2365154475 | 8 | 0.1% | |
| -0.1297022551 | 8 | 0.1% | |
| Other values (166) | 515 | 9.1% | |
| (Missing) | 5041 | 89.3% |
| Value | Count | Frequency (%) | |
| -4.501419544 | 1 | < 0.1% | |
| -4.066536427 | 1 | < 0.1% | |
| -3.608765364 | 1 | < 0.1% | |
| -3.540099382 | 1 | < 0.1% | |
| -3.334102154 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.662703753 | 1 | < 0.1% | |
| 2.433818102 | 1 | < 0.1% | |
| 2.410929918 | 1 | < 0.1% | |
| 2.136266708 | 1 | < 0.1% | |
| 2.090489388 | 1 | < 0.1% |
| Distinct count | 249 |
|---|---|
| Unique (%) | 41.4% |
| Missing | 5042 |
| Missing (%) | 89.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.535003563e-10 |
|---|---|
| Minimum | -2.5524261 |
| Maximum | 9.53203392 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 44.2 KiB |
Quantile statistics
| Minimum | -2.5524261 |
|---|---|
| 5-th percentile | -1.371616006 |
| Q1 | -0.6053456664 |
| median | -0.121716015 |
| Q3 | 0.5314980745 |
| 95-th percentile | 1.642590189 |
| Maximum | 9.53203392 |
| Range | 12.08446002 |
| Interquartile range (IQR) | 1.136843741 |
Descriptive statistics
| Standard deviation | 1.000831594 |
|---|---|
| Coefficient of variation (CV) | -2831203917 |
| Kurtosis | 13.49290414 |
| Mean | -3.535003563e-10 |
| Median Absolute Deviation (MAD) | 0.7332537061 |
| Skewness | 1.795130187 |
| Sum | -2.128072119e-07 |
| Variance | 1.001663879 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.4546039701 | 9 | 0.2% | |
| -0.2787386179 | 8 | 0.1% | |
| -0.1782441586 | 7 | 0.1% | |
| -0.002378814388 | 7 | 0.1% | |
| -0.39179492 | 7 | 0.1% | |
| -0.1656823456 | 6 | 0.1% | |
| -0.04006424174 | 6 | 0.1% | |
| 0.286542803 | 6 | 0.1% | |
| -0.1279969215 | 6 | 0.1% | |
| -0.5174130201 | 6 | 0.1% | |
| Other values (239) | 534 | 9.5% | |
| (Missing) | 5042 | 89.3% |
| Value | Count | Frequency (%) | |
| -2.5524261 | 1 | < 0.1% | |
| -2.313751698 | 1 | < 0.1% | |
| -2.276066303 | 1 | < 0.1% | |
| -2.075077295 | 2 | < 0.1% | |
| -2.062515497 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9.53203392 | 1 | < 0.1% | |
| 3.376748085 | 1 | < 0.1% | |
| 3.276253462 | 1 | < 0.1% | |
| 3.03757906 | 1 | < 0.1% | |
| 2.999893665 | 1 | < 0.1% |
| Distinct count | 475 |
|---|---|
| Unique (%) | 78.9% |
| Missing | 5042 |
| Missing (%) | 89.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.215832763e-09 |
|---|---|
| Minimum | -2.020302534 |
| Maximum | 4.522041798 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 44.2 KiB |
Quantile statistics
| Minimum | -2.020302534 |
|---|---|
| 5-th percentile | -1.235415918 |
| Q1 | -0.637254715 |
| median | -0.2128790095 |
| Q3 | 0.4542954564 |
| 95-th percentile | 1.958394533 |
| Maximum | 4.522041798 |
| Range | 6.542344332 |
| Interquartile range (IQR) | 1.091550171 |
Descriptive statistics
| Standard deviation | 1.000831604 |
|---|---|
| Coefficient of variation (CV) | 161013277.2 |
| Kurtosis | 2.950854935 |
| Mean | 6.215832763e-09 |
| Median Absolute Deviation (MAD) | 0.735927396 |
| Skewness | 1.4290192 |
| Sum | 3.741931316e-06 |
| Variance | 1.0016639 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.4201970398 | 6 | 0.1% | |
| -0.07513076067 | 5 | 0.1% | |
| -0.3589755595 | 3 | 0.1% | |
| -0.9628413916 | 3 | 0.1% | |
| -0.08069633693 | 3 | 0.1% | |
| 0.3506364822 | 3 | 0.1% | |
| -0.2615778446 | 3 | 0.1% | |
| -0.7485664487 | 3 | 0.1% | |
| -0.6929104924 | 3 | 0.1% | |
| -0.8849231601 | 3 | 0.1% | |
| Other values (465) | 567 | 10.0% | |
| (Missing) | 5042 | 89.3% |
| Value | Count | Frequency (%) | |
| -2.020302534 | 1 | < 0.1% | |
| -1.928470135 | 1 | < 0.1% | |
| -1.828289747 | 1 | < 0.1% | |
| -1.789330602 | 1 | < 0.1% | |
| -1.733674765 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4.522041798 | 1 | < 0.1% | |
| 4.455255032 | 1 | < 0.1% | |
| 4.224282742 | 1 | < 0.1% | |
| 3.779036045 | 1 | < 0.1% | |
| 3.609285593 | 1 | < 0.1% |
| Distinct count | 71 |
|---|---|
| Unique (%) | 34.1% |
| Missing | 5436 |
| Missing (%) | 96.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.069992047e-09 |
|---|---|
| Minimum | -1.109751225 |
| Maximum | 7.006487846 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 44.2 KiB |
Quantile statistics
| Minimum | -1.109751225 |
|---|---|
| 5-th percentile | -0.815991801 |
| Q1 | -0.5040617585 |
| median | -0.2920704484 |
| Q3 | 0.1394832917 |
| 95-th percentile | 1.549225539 |
| Maximum | 7.006487846 |
| Range | 8.116239071 |
| Interquartile range (IQR) | 0.6435450502 |
Descriptive statistics
| Standard deviation | 1.002412561 |
|---|---|
| Coefficient of variation (CV) | 141784114.4 |
| Kurtosis | 20.43113959 |
| Mean | 7.069992047e-09 |
| Median Absolute Deviation (MAD) | 0.5928936155 |
| Skewness | 3.830783892 |
| Sum | 1.470558345e-06 |
| Variance | 1.004830942 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.3526394069 | 16 | 0.3% | |
| -0.4132083654 | 11 | 0.2% | |
| -0.2920704484 | 7 | 0.1% | |
| -0.1406480819 | 7 | 0.1% | |
| -0.04979466274 | 7 | 0.1% | |
| -0.6554841399 | 6 | 0.1% | |
| -0.1103636101 | 6 | 0.1% | |
| -0.4434928298 | 6 | 0.1% | |
| -0.5040617585 | 6 | 0.1% | |
| -0.3829238713 | 6 | 0.1% | |
| Other values (61) | 130 | 2.3% | |
| (Missing) | 5436 | 96.3% |
| Value | Count | Frequency (%) | |
| -1.109751225 | 1 | < 0.1% | |
| -1.049182296 | 3 | 0.1% | |
| -0.9280443788 | 2 | < 0.1% | |
| -0.86747545 | 2 | < 0.1% | |
| -0.8371909261 | 3 | 0.1% |
| Value | Count | Frequency (%) | |
| 7.006487846 | 1 | < 0.1% | |
| 6.491652012 | 1 | < 0.1% | |
| 3.705480099 | 1 | < 0.1% | |
| 3.220928431 | 1 | < 0.1% | |
| 3.06950593 | 1 | < 0.1% |
| Distinct count | 54 |
|---|---|
| Unique (%) | 13.6% |
| Missing | 5247 |
| Missing (%) | 93.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.675260423e-09 |
|---|---|
| Minimum | -1.630410194 |
| Maximum | 11.24656868 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 44.2 KiB |
Quantile statistics
| Minimum | -1.630410194 |
|---|---|
| 5-th percentile | -1.034943104 |
| Q1 | -0.588342607 |
| median | -0.1417421997 |
| Q3 | 0.4537250102 |
| 95-th percentile | 1.43624599 |
| Maximum | 11.24656868 |
| Range | 12.87697887 |
| Interquartile range (IQR) | 1.042067617 |
Descriptive statistics
| Standard deviation | 1.001261839 |
|---|---|
| Coefficient of variation (CV) | -149995921.5 |
| Kurtosis | 41.14203352 |
| Mean | -6.675260423e-09 |
| Median Absolute Deviation (MAD) | 0.6470849736 |
| Skewness | 4.370358124 |
| Sum | -2.650078388e-06 |
| Variance | 1.002525269 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.588342607 | 24 | 0.4% | |
| -0.4394758046 | 22 | 0.4% | |
| -0.3650423884 | 21 | 0.4% | |
| 0.4537250102 | 18 | 0.3% | |
| -0.7372094393 | 16 | 0.3% | |
| -0.06730879098 | 16 | 0.3% | |
| 0.08155801147 | 16 | 0.3% | |
| -0.662776053 | 15 | 0.3% | |
| -0.5139092207 | 15 | 0.3% | |
| -0.2161756009 | 15 | 0.3% | |
| Other values (44) | 219 | 3.9% | |
| (Missing) | 5247 | 93.0% |
| Value | Count | Frequency (%) | |
| -1.630410194 | 1 | < 0.1% | |
| -1.555976748 | 1 | < 0.1% | |
| -1.481543422 | 2 | < 0.1% | |
| -1.407109976 | 2 | < 0.1% | |
| -1.332676649 | 3 | 0.1% |
| Value | Count | Frequency (%) | |
| 11.24656868 | 1 | < 0.1% | |
| 4.473128796 | 1 | < 0.1% | |
| 4.175395012 | 1 | < 0.1% | |
| 3.282194376 | 1 | < 0.1% | |
| 2.910027266 | 1 | < 0.1% |
| Distinct count | 265 |
|---|---|
| Unique (%) | 52.4% |
| Missing | 5138 |
| Missing (%) | 91.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.779703396e-09 |
|---|---|
| Minimum | -0.5353622437 |
| Maximum | 8.02667141 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 44.2 KiB |
Quantile statistics
| Minimum | -0.5353622437 |
|---|---|
| 5-th percentile | -0.5333752036 |
| Q1 | -0.5135051012 |
| median | -0.3942843676 |
| Q3 | 0.03242637357 |
| 95-th percentile | 1.918597341 |
| Maximum | 8.02667141 |
| Range | 8.562033653 |
| Interquartile range (IQR) | 0.5459314748 |
Descriptive statistics
| Standard deviation | 1.000989606 |
|---|---|
| Coefficient of variation (CV) | 360106624.2 |
| Kurtosis | 17.47033008 |
| Mean | 2.779703396e-09 |
| Median Absolute Deviation (MAD) | 0.6165984953 |
| Skewness | 3.653520946 |
| Sum | 1.406529918e-06 |
| Variance | 1.001980191 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.5214531422 | 59 | 1.0% | |
| -0.5353622437 | 17 | 0.3% | |
| -0.5333752036 | 12 | 0.2% | |
| -0.4618427753 | 9 | 0.2% | |
| -0.5115180612 | 8 | 0.1% | |
| -0.5194661617 | 8 | 0.1% | |
| -0.5234401226 | 7 | 0.1% | |
| -0.5015829802 | 6 | 0.1% | |
| -0.4777388871 | 6 | 0.1% | |
| -0.5313881636 | 6 | 0.1% | |
| Other values (255) | 368 | 6.5% | |
| (Missing) | 5138 | 91.0% |
| Value | Count | Frequency (%) | |
| -0.5353622437 | 17 | 0.3% | |
| -0.5333752036 | 12 | 0.2% | |
| -0.5313881636 | 6 | 0.1% | |
| -0.5294011831 | 4 | 0.1% | |
| -0.5274142027 | 6 | 0.1% |
| Value | Count | Frequency (%) | |
| 8.02667141 | 1 | < 0.1% | |
| 5.946270466 | 1 | < 0.1% | |
| 5.733659744 | 1 | < 0.1% | |
| 5.499192715 | 1 | < 0.1% | |
| 5.032244682 | 1 | < 0.1% |
| Distinct count | 119 |
|---|---|
| Unique (%) | 28.1% |
| Missing | 5220 |
| Missing (%) | 92.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.679603657e-09 |
|---|---|
| Minimum | -2.389998674 |
| Maximum | 5.053571701 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 44.2 KiB |
Quantile statistics
| Minimum | -2.389998674 |
|---|---|
| 5-th percentile | -1.454383254 |
| Q1 | -0.6324890256 |
| median | -0.08111327887 |
| Q3 | 0.5133383721 |
| 95-th percentile | 1.666058201 |
| Maximum | 5.053571701 |
| Range | 7.443570375 |
| Interquartile range (IQR) | 1.145827398 |
Descriptive statistics
| Standard deviation | 1.001181335 |
|---|---|
| Coefficient of variation (CV) | -149886338.6 |
| Kurtosis | 3.008933511 |
| Mean | -6.679603657e-09 |
| Median Absolute Deviation (MAD) | 0.7429014725 |
| Skewness | 0.9000916683 |
| Sum | -2.832151948e-06 |
| Variance | 1.002364066 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.6324890256 | 16 | 0.3% | |
| -0.5635669231 | 13 | 0.2% | |
| 0.0567304939 | 12 | 0.2% | |
| 0.2634963691 | 11 | 0.2% | |
| -0.2878791392 | 10 | 0.2% | |
| 0.09119164199 | 10 | 0.2% | |
| 0.4013403356 | 9 | 0.2% | |
| -0.6669499278 | 9 | 0.2% | |
| -0.3223400712 | 8 | 0.1% | |
| 0.3668794036 | 8 | 0.1% | |
| Other values (109) | 318 | 5.6% | |
| (Missing) | 5220 | 92.5% |
| Value | Count | Frequency (%) | |
| -2.389998674 | 1 | < 0.1% | |
| -2.252154827 | 2 | < 0.1% | |
| -2.217694044 | 1 | < 0.1% | |
| -2.183232784 | 2 | < 0.1% | |
| -2.148771763 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5.053571701 | 1 | < 0.1% | |
| 4.605579376 | 1 | < 0.1% | |
| 3.812976837 | 1 | < 0.1% | |
| 3.296062469 | 1 | < 0.1% | |
| 3.158218384 | 1 | < 0.1% |
| Distinct count | 62 |
|---|---|
| Unique (%) | 27.6% |
| Missing | 5419 |
| Missing (%) | 96.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.719461918e-09 |
|---|---|
| Minimum | -0.6419506073 |
| Maximum | 7.930662632 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 44.2 KiB |
Quantile statistics
| Minimum | -0.6419506073 |
|---|---|
| 5-th percentile | -0.5592565536 |
| Q1 | -0.448997885 |
| median | -0.2836098373 |
| Q3 | 0.1022955626 |
| 95-th percentile | 1.193856621 |
| Maximum | 7.930662632 |
| Range | 8.572613239 |
| Interquartile range (IQR) | 0.5512934476 |
Descriptive statistics
| Standard deviation | 1.002229667 |
|---|---|
| Coefficient of variation (CV) | 368539695.4 |
| Kurtosis | 30.29209005 |
| Mean | 2.719461918e-09 |
| Median Absolute Deviation (MAD) | 0.5222613763 |
| Skewness | 4.96916835 |
| Sum | 6.118789315e-07 |
| Variance | 1.004464305 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.448997885 | 15 | 0.3% | |
| -0.5041272044 | 15 | 0.3% | |
| -0.3938685358 | 14 | 0.2% | |
| -0.3663038611 | 13 | 0.2% | |
| -0.4765625596 | 10 | 0.2% | |
| -0.5592565536 | 9 | 0.2% | |
| -0.5316919088 | 8 | 0.1% | |
| -0.1182218194 | 8 | 0.1% | |
| -0.2836098373 | 7 | 0.1% | |
| 0.1298602372 | 6 | 0.1% | |
| Other values (52) | 120 | 2.1% | |
| (Missing) | 5419 | 96.0% |
| Value | Count | Frequency (%) | |
| -0.6419506073 | 3 | 0.1% | |
| -0.6143859029 | 4 | 0.1% | |
| -0.5868212581 | 2 | < 0.1% | |
| -0.5592565536 | 9 | 0.2% | |
| -0.5316919088 | 8 | 0.1% |
| Value | Count | Frequency (%) | |
| 7.930662632 | 1 | < 0.1% | |
| 6.442170143 | 1 | < 0.1% | |
| 5.394712448 | 1 | < 0.1% | |
| 5.063936234 | 1 | < 0.1% | |
| 2.886327505 | 1 | < 0.1% |
| Distinct count | 51 |
|---|---|
| Unique (%) | 22.6% |
| Missing | 5418 |
| Missing (%) | 96.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.439583168e-10 |
|---|---|
| Minimum | -0.7041224837 |
| Maximum | 7.231171608 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 44.2 KiB |
Quantile statistics
| Minimum | -0.7041224837 |
|---|---|
| 5-th percentile | -0.5783190578 |
| Q1 | -0.4331612289 |
| median | -0.2783262134 |
| Q3 | 0.03134381399 |
| 95-th percentile | 1.531307966 |
| Maximum | 7.231171608 |
| Range | 7.935294092 |
| Interquartile range (IQR) | 0.4645050429 |
Descriptive statistics
| Standard deviation | 1.002219764 |
|---|---|
| Coefficient of variation (CV) | -1842456919 |
| Kurtosis | 28.74427773 |
| Mean | -5.439583168e-10 |
| Median Absolute Deviation (MAD) | 0.5126628527 |
| Skewness | 4.872636219 |
| Sum | -1.229345798e-07 |
| Variance | 1.004444456 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.3944524527 | 17 | 0.3% | |
| -0.4718699753 | 14 | 0.2% | |
| -0.3557437062 | 14 | 0.2% | |
| -0.510578692 | 14 | 0.2% | |
| -0.4331612289 | 13 | 0.2% | |
| -0.239617452 | 13 | 0.2% | |
| -0.2783262134 | 12 | 0.2% | |
| -0.1621999592 | 12 | 0.2% | |
| -0.549287498 | 10 | 0.2% | |
| 0.1474700719 | 8 | 0.1% | |
| Other values (41) | 99 | 1.8% | |
| (Missing) | 5418 | 96.0% |
| Value | Count | Frequency (%) | |
| -0.7041224837 | 1 | < 0.1% | |
| -0.6654137373 | 3 | 0.1% | |
| -0.6267049909 | 3 | 0.1% | |
| -0.5879962444 | 5 | 0.1% | |
| -0.549287498 | 10 | 0.2% |
| Value | Count | Frequency (%) | |
| 7.231171608 | 1 | < 0.1% | |
| 6.998919487 | 1 | < 0.1% | |
| 6.22474432 | 1 | < 0.1% | |
| 3.515131712 | 1 | < 0.1% | |
| 3.050626516 | 1 | < 0.1% |
| Distinct count | 19 |
|---|---|
| Unique (%) | 10.4% |
| Missing | 5462 |
| Missing (%) | 96.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.78373341e-09 |
|---|---|
| Minimum | -1.093173742 |
| Maximum | 5.028598785 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 44.2 KiB |
Quantile statistics
| Minimum | -1.093173742 |
|---|---|
| 5-th percentile | -0.7870850563 |
| Q1 | -0.7870850563 |
| median | -0.1749077886 |
| Q3 | 0.1311808228 |
| 95-th percentile | 1.661623836 |
| Maximum | 5.028598785 |
| Range | 6.121772528 |
| Interquartile range (IQR) | 0.9182658792 |
Descriptive statistics
| Standard deviation | 1.002758615 |
|---|---|
| Coefficient of variation (CV) | -360220778 |
| Kurtosis | 7.250373717 |
| Mean | -2.78373341e-09 |
| Median Absolute Deviation (MAD) | 0.6929039194 |
| Skewness | 2.353336261 |
| Sum | -5.066394806e-07 |
| Variance | 1.00552484 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.7870850563 | 52 | 0.9% | |
| -0.4809963703 | 29 | 0.5% | |
| -0.1749077886 | 28 | 0.5% | |
| 0.1311808228 | 25 | 0.4% | |
| 0.4372695386 | 13 | 0.2% | |
| 1.049446702 | 9 | 0.2% | |
| 0.7433580756 | 8 | 0.1% | |
| 1.355535269 | 4 | 0.1% | |
| -1.093173742 | 3 | 0.1% | |
| 1.661623836 | 2 | < 0.1% | |
| Other values (9) | 9 | 0.2% | |
| (Missing) | 5462 | 96.8% |
| Value | Count | Frequency (%) | |
| -1.093173742 | 3 | 0.1% | |
| -0.7870850563 | 52 | 0.9% | |
| -0.4809963703 | 29 | 0.5% | |
| -0.1749077886 | 28 | 0.5% | |
| 0.1311808228 | 25 | 0.4% |
| Value | Count | Frequency (%) | |
| 5.028598785 | 1 | < 0.1% | |
| 4.722510338 | 1 | < 0.1% | |
| 3.804244518 | 1 | < 0.1% | |
| 3.498155832 | 1 | < 0.1% | |
| 3.192067146 | 1 | < 0.1% |
| Distinct count | 31 |
|---|---|
| Unique (%) | 44.3% |
| Missing | 5574 |
| Missing (%) | 98.8% |
| Memory size | 44.2 KiB |
| <1000 | |
|---|---|
| 3000 | |
| 4000 | |
| 2000 | |
| 1000 | 4 |
| Other values (26) |
| Value | Count | Frequency (%) | |
| <1000 | 9 | 0.2% | |
| 3000 | 9 | 0.2% | |
| 4000 | 7 | 0.1% | |
| 2000 | 7 | 0.1% | |
| 1000 | 4 | 0.1% | |
| 8000 | 3 | 0.1% | |
| 38000 | 2 | < 0.1% | |
| 7000 | 2 | < 0.1% | |
| 10000 | 2 | < 0.1% | |
| 5000 | 2 | < 0.1% | |
| Other values (21) | 23 | 0.4% | |
| (Missing) | 5574 | 98.8% |
Length
| Max length | 7 |
|---|---|
| Mean length | 3.019135365 |
| Min length | 3 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 10 | 76.9% | |
| Lowercase_Letter | 2 | 15.4% | |
| Math_Symbol | 1 | 7.7% |
| Value | Count | Frequency (%) | |
| Common | 11 | 84.6% | |
| Latin | 2 | 15.4% |
| Value | Count | Frequency (%) | |
| ASCII | 13 | 100.0% |
| Distinct count | 42 |
|---|---|
| Unique (%) | 31.6% |
| Missing | 5511 |
| Missing (%) | 97.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.733639556e-09 |
|---|---|
| Minimum | -1.797149301 |
| Maximum | 7.369844437 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 44.2 KiB |
Quantile statistics
| Minimum | -1.797149301 |
|---|---|
| 5-th percentile | -0.7446426988 |
| Q1 | -0.6654217839 |
| median | -0.1561441869 |
| Q3 | 0.2965464294 |
| 95-th percentile | 1.360370731 |
| Maximum | 7.369844437 |
| Range | 9.166993737 |
| Interquartile range (IQR) | 0.9619682133 |
Descriptive statistics
| Standard deviation | 1.003780728 |
|---|---|
| Coefficient of variation (CV) | -212052632.4 |
| Kurtosis | 21.97370208 |
| Mean | -4.733639556e-09 |
| Median Absolute Deviation (MAD) | 0.6483969101 |
| Skewness | 3.545190363 |
| Sum | -6.295740613e-07 |
| Variance | 1.007575751 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.6654217839 | 38 | 0.7% | |
| -0.09955786169 | 10 | 0.2% | |
| 0.2399601042 | 6 | 0.1% | |
| -0.2693168521 | 5 | 0.1% | |
| -0.5522491336 | 4 | 0.1% | |
| -1.23128581 | 4 | 0.1% | |
| 0.692651391 | 4 | 0.1% | |
| 0.0136147989 | 4 | 0.1% | |
| 0.5228924155 | 4 | 0.1% | |
| 0.6360650659 | 3 | 0.1% | |
| Other values (32) | 51 | 0.9% | |
| (Missing) | 5511 | 97.6% |
| Value | Count | Frequency (%) | |
| -1.797149301 | 1 | < 0.1% | |
| -1.23128581 | 4 | 0.1% | |
| -0.7785944939 | 2 | < 0.1% | |
| -0.7220081687 | 1 | < 0.1% | |
| -0.6654217839 | 38 | 0.7% |
| Value | Count | Frequency (%) | |
| 7.369844437 | 1 | < 0.1% | |
| 3.069278955 | 1 | < 0.1% | |
| 3.01269269 | 1 | < 0.1% | |
| 2.220483541 | 1 | < 0.1% | |
| 1.711205959 | 1 | < 0.1% |
| Distinct count | 79 |
|---|---|
| Unique (%) | 78.2% |
| Missing | 5543 |
| Missing (%) | 98.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.73355094e-09 |
|---|---|
| Minimum | -1.358584046 |
| Maximum | 2.950034618 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 44.2 KiB |
Quantile statistics
| Minimum | -1.358584046 |
|---|---|
| 5-th percentile | -1.134588599 |
| Q1 | -0.6997738481 |
| median | -0.3308401704 |
| Q3 | 0.4729083478 |
| 95-th percentile | 2.343929291 |
| Maximum | 2.950034618 |
| Range | 4.308618665 |
| Interquartile range (IQR) | 1.172682196 |
Descriptive statistics
| Standard deviation | 1.00498755 |
|---|---|
| Coefficient of variation (CV) | 579727729.4 |
| Kurtosis | 0.7193500415 |
| Mean | 1.73355094e-09 |
| Median Absolute Deviation (MAD) | 0.7970021409 |
| Skewness | 1.131790663 |
| Sum | 1.75088644e-07 |
| Variance | 1.009999976 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1.04235518 | 4 | 0.1% | |
| -1.134588599 | 3 | 0.1% | |
| 0.4202035069 | 3 | 0.1% | |
| -0.304487735 | 2 | < 0.1% | |
| -0.1200208664 | 2 | < 0.1% | |
| 0.3411462903 | 2 | < 0.1% | |
| -0.9896503687 | 2 | < 0.1% | |
| -0.528483212 | 2 | < 0.1% | |
| -0.3703687787 | 2 | < 0.1% | |
| -0.9501217604 | 2 | < 0.1% | |
| Other values (69) | 77 | 1.4% | |
| (Missing) | 5543 | 98.2% |
| Value | Count | Frequency (%) | |
| -1.358584046 | 1 | < 0.1% | |
| -1.266350627 | 1 | < 0.1% | |
| -1.147764802 | 1 | < 0.1% | |
| -1.134588599 | 3 | 0.1% | |
| -1.04235518 | 4 | 0.1% |
| Value | Count | Frequency (%) | |
| 2.950034618 | 1 | < 0.1% | |
| 2.739215374 | 1 | < 0.1% | |
| 2.567924738 | 1 | < 0.1% | |
| 2.462515116 | 1 | < 0.1% | |
| 2.43616271 | 1 | < 0.1% |
| Distinct count | 24 |
|---|---|
| Unique (%) | 88.9% |
| Missing | 5617 |
| Missing (%) | 99.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.139211145e-10 |
|---|---|
| Minimum | -3.568877459 |
| Maximum | 1.042673826 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 44.2 KiB |
Quantile statistics
| Minimum | -3.568877459 |
|---|---|
| 5-th percentile | -2.2300789 |
| Q1 | -0.09210582823 |
| median | 0.2942021191 |
| Q3 | 0.5115003437 |
| 95-th percentile | 0.8422765195 |
| Maximum | 1.042673826 |
| Range | 4.611551285 |
| Interquartile range (IQR) | 0.6036061719 |
Descriptive statistics
| Standard deviation | 1.019049334 |
|---|---|
| Coefficient of variation (CV) | 2461940931 |
| Kurtosis | 7.205072951 |
| Mean | 4.139211145e-10 |
| Median Absolute Deviation (MAD) | 0.6090046876 |
| Skewness | -2.608062119 |
| Sum | 1.117587045e-08 |
| Variance | 1.038461545 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.09210582823 | 2 | < 0.1% | |
| 0.3062742651 | 2 | < 0.1% | |
| 0.1010481417 | 2 | < 0.1% | |
| 1.042673826 | 1 | < 0.1% | |
| -0.2248991877 | 1 | < 0.1% | |
| 0.6563658118 | 1 | < 0.1% | |
| 0.02861540392 | 1 | < 0.1% | |
| 0.2942021191 | 1 | < 0.1% | |
| -0.14039433 | 1 | < 0.1% | |
| 0.704654336 | 1 | < 0.1% | |
| Other values (14) | 14 | 0.2% | |
| (Missing) | 5617 | 99.5% |
| Value | Count | Frequency (%) | |
| -3.568877459 | 1 | < 0.1% | |
| -2.892838478 | 1 | < 0.1% | |
| -0.683639884 | 1 | < 0.1% | |
| -0.5267022848 | 1 | < 0.1% | |
| -0.2248991877 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.042673826 | 1 | < 0.1% | |
| 0.8495197892 | 1 | < 0.1% | |
| 0.8253755569 | 1 | < 0.1% | |
| 0.704654336 | 1 | < 0.1% | |
| 0.6563658118 | 1 | < 0.1% |
| Distinct count | 23 |
|---|---|
| Unique (%) | 85.2% |
| Missing | 5617 |
| Missing (%) | 99.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.070843449e-09 |
|---|---|
| Minimum | -2.985592127 |
| Maximum | 2.029471397 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 44.2 KiB |
Quantile statistics
| Minimum | -2.985592127 |
|---|---|
| 5-th percentile | -1.374194425 |
| Q1 | -0.5397210717 |
| median | 0.05633191019 |
| Q3 | 0.5085099936 |
| 95-th percentile | 1.429308486 |
| Maximum | 2.029471397 |
| Range | 5.015063524 |
| Interquartile range (IQR) | 1.048231065 |
Descriptive statistics
| Standard deviation | 1.01904932 |
|---|---|
| Coefficient of variation (CV) | 167859594.5 |
| Kurtosis | 1.849896771 |
| Mean | 6.070843449e-09 |
| Median Absolute Deviation (MAD) | 0.7355291886 |
| Skewness | -0.6287143435 |
| Sum | 1.639127735e-07 |
| Variance | 1.038461516 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.09743914753 | 2 | < 0.1% | |
| 0.05633191019 | 2 | < 0.1% | |
| -0.06698902696 | 2 | < 0.1% | |
| -0.3547389209 | 2 | < 0.1% | |
| 1.289544463 | 1 | < 0.1% | |
| 0.4262955189 | 1 | < 0.1% | |
| -0.7658097148 | 1 | < 0.1% | |
| 1.453972578 | 1 | < 0.1% | |
| -0.6424887776 | 1 | < 0.1% | |
| 0.2207600772 | 1 | < 0.1% | |
| Other values (13) | 13 | 0.2% | |
| (Missing) | 5617 | 99.5% |
| Value | Count | Frequency (%) | |
| -2.985592127 | 1 | < 0.1% | |
| -1.546844125 | 1 | < 0.1% | |
| -0.9713451266 | 1 | < 0.1% | |
| -0.889130652 | 1 | < 0.1% | |
| -0.8480241895 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.029471397 | 1 | < 0.1% | |
| 1.453972578 | 1 | < 0.1% | |
| 1.371758938 | 1 | < 0.1% | |
| 1.289544463 | 1 | < 0.1% | |
| 0.7962591052 | 1 | < 0.1% |
| Distinct count | 27 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 5617 |
| Missing (%) | 99.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.469729492e-08 |
|---|---|
| Minimum | -1.175907493 |
| Maximum | 2.205371141 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 44.2 KiB |
Quantile statistics
| Minimum | -1.175907493 |
|---|---|
| 5-th percentile | -1.125698185 |
| Q1 | -0.8169897795 |
| median | -0.1599549055 |
| Q3 | 0.4500090033 |
| 95-th percentile | 2.075925398 |
| Maximum | 2.205371141 |
| Range | 3.381278634 |
| Interquartile range (IQR) | 1.266998783 |
Descriptive statistics
| Standard deviation | 1.019049329 |
|---|---|
| Coefficient of variation (CV) | -41261576.72 |
| Kurtosis | 0.02201809513 |
| Mean | -2.469729492e-08 |
| Median Absolute Deviation (MAD) | 0.8052139068 |
| Skewness | 0.9734468701 |
| Sum | -6.668269626e-07 |
| Variance | 1.038461536 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.1481869966 | 1 | < 0.1% | |
| -1.054306865 | 1 | < 0.1% | |
| -0.1168060973 | 1 | < 0.1% | |
| -0.3364717662 | 1 | < 0.1% | |
| -0.4188462496 | 1 | < 0.1% | |
| -0.7130410671 | 1 | < 0.1% | |
| -0.7993380427 | 1 | < 0.1% | |
| -0.8934804201 | 1 | < 0.1% | |
| -0.9562419057 | 1 | < 0.1% | |
| 0.6363323331 | 1 | < 0.1% | |
| Other values (17) | 17 | 0.3% | |
| (Missing) | 5617 | 99.5% |
| Value | Count | Frequency (%) | |
| -1.175907493 | 1 | < 0.1% | |
| -1.156294465 | 1 | < 0.1% | |
| -1.054306865 | 1 | < 0.1% | |
| -0.9601644874 | 1 | < 0.1% | |
| -0.9562419057 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2.205371141 | 1 | < 0.1% | |
| 2.087693214 | 1 | < 0.1% | |
| 2.048467159 | 1 | < 0.1% | |
| 1.538529634 | 1 | < 0.1% | |
| 0.9501401186 | 1 | < 0.1% |
| Distinct count | 509 |
|---|---|
| Unique (%) | 99.2% |
| Missing | 5131 |
| Missing (%) | 90.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.4817346234 |
|---|---|
| Minimum | -151.3453611 |
| Maximum | 162.82088 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 44.2 KiB |
Quantile statistics
| Minimum | -151.3453611 |
|---|---|
| 5-th percentile | -2.816516921 |
| Q1 | -1.312218447 |
| median | -0.9656280027 |
| Q3 | -0.6256831556 |
| 95-th percentile | 2.004800259 |
| Maximum | 162.82088 |
| Range | 314.1662411 |
| Interquartile range (IQR) | 0.6865352915 |
Descriptive statistics
| Standard deviation | 11.6981124 |
|---|---|
| Coefficient of variation (CV) | -24.2833125 |
| Kurtosis | 138.7381219 |
| Mean | -0.4817346234 |
| Median Absolute Deviation (MAD) | 2.301141854 |
| Skewness | 2.748436893 |
| Sum | -247.1298618 |
| Variance | 136.8458338 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1.030141363 | 2 | < 0.1% | |
| -1.07877585 | 2 | < 0.1% | |
| -0.7515946647 | 2 | < 0.1% | |
| -0.9944592019 | 2 | < 0.1% | |
| -0.3425254882 | 1 | < 0.1% | |
| -10.95139785 | 1 | < 0.1% | |
| 0.6522563213 | 1 | < 0.1% | |
| -1.856958323 | 1 | < 0.1% | |
| -0.2144534992 | 1 | < 0.1% | |
| -1.395476691 | 1 | < 0.1% | |
| Other values (499) | 499 | 8.8% | |
| (Missing) | 5131 | 90.9% |
| Value | Count | Frequency (%) | |
| -151.3453611 | 1 | < 0.1% | |
| -24.99199965 | 1 | < 0.1% | |
| -22.15547679 | 1 | < 0.1% | |
| -17.78653527 | 1 | < 0.1% | |
| -12.11131425 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 162.82088 | 1 | < 0.1% | |
| 95.0380799 | 1 | < 0.1% | |
| 68.86470916 | 1 | < 0.1% | |
| 50.28572294 | 1 | < 0.1% | |
| 22.20188253 | 1 | < 0.1% |
Gaso performed
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.6 KiB |
| False | |
|---|---|
| True | 156 |
| Value | Count | Frequency (%) | |
| False | 5488 | 97.2% | |
| True | 156 | 2.8% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| Patient age quantile | Hematocrit | Platelets | Leukocytes | Serum Glucose | Urea | Proteina C reativa mg/dL | Creatinine | Alanine transaminase | Aspartate transaminase | Total Bilirubin | Urine - Leukocytes | International normalized ratio (INR) | Lactic Dehydrogenase | D-Dimer | pH (arterial blood gas analysis) | HCO3 (arterial blood gas analysis) | pO2 (arterial blood gas analysis) | Neutrophils/Lymphocytes ratio | Gaso performed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 13 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False |
| 1 | 17 | 0.236515 | -0.517413 | -0.09461 | -0.140648 | 1.198059 | -0.147895 | 2.089928 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | -1.944575 | False |
| 2 | 8 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False |
| 3 | 5 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False |
| 4 | 15 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False |
| 5 | 9 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False |
| 6 | 13 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False |
| 7 | 16 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False |
| 8 | 1 | -1.571682 | 1.429667 | 0.36455 | -0.413208 | -0.067309 | -0.286986 | -1.838623 | -0.586821 | -0.1622 | NaN | NaN | 0.296546 | 0.907723 | NaN | NaN | NaN | NaN | 22.201883 | True |
| 9 | 17 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False |
Last rows
| Patient age quantile | Hematocrit | Platelets | Leukocytes | Serum Glucose | Urea | Proteina C reativa mg/dL | Creatinine | Alanine transaminase | Aspartate transaminase | Total Bilirubin | Urine - Leukocytes | International normalized ratio (INR) | Lactic Dehydrogenase | D-Dimer | pH (arterial blood gas analysis) | HCO3 (arterial blood gas analysis) | pO2 (arterial blood gas analysis) | Neutrophils/Lymphocytes ratio | Gaso performed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5634 | 15 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | <1000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False |
| 5635 | 12 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False |
| 5636 | 6 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False |
| 5637 | 12 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False |
| 5638 | 14 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False |
| 5639 | 3 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False |
| 5640 | 17 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False |
| 5641 | 4 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False |
| 5642 | 10 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 29000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | False |
| 5643 | 19 | 0.694287 | -0.906829 | -1.288428 | NaN | 0.453725 | -0.50357 | -0.735872 | -0.28361 | 0.108761 | -0.480996 | NaN | NaN | 0.420204 | NaN | NaN | NaN | NaN | -1.287291 | False |